Make pre-commits pass

Signed-off-by: Christian Pinto <christian.pinto@ibm.com>

Author: christian-pinto

vllm/v1/core/kv_cache_coordinator.py

@@ -390,7 +390,7 @@ def get_kv_cache_coordinator(
         enable_kv_cache_events: bool) -> KVCacheCoordinator:
     if not enable_caching or len(kv_cache_config.kv_cache_groups) == 0:
         # We instantiate this coordinator also for attention free models that
-        # have 0 kv_cache_groups 
+        # have 0 kv_cache_groups
         return KVCacheCoordinatorNoPrefixCache(kv_cache_config, max_model_len,
                                                use_eagle, caching_hash_fn,
                                                enable_kv_cache_events)

vllm/v1/core/kv_cache_utils.py

@@ -752,12 +752,14 @@ def is_kv_cache_page_size_uniform(
     page_sizes = {layer.page_size_bytes for layer in kv_cache_spec.values()}
     return len(page_sizes) == 1
 
+
 def is_kv_cache_type_attention_free(
         kv_cache_spec: dict[str, KVCacheSpec]) -> bool:
 
     # kv_cache_spec is an empty dict for attention free models
     return not kv_cache_spec
 
+
 def _get_kv_cache_config_uniform_page_size(
         vllm_config: VllmConfig, kv_cache_spec: dict[str, KVCacheSpec],
         available_memory: int) -> KVCacheConfig:
@@ -901,9 +903,8 @@ def _get_kv_cache_config_uniform_page_size(
 
 
 def _get_kv_cache_config_attention_free() -> KVCacheConfig:
-    return KVCacheConfig(num_blocks=1,
-                         kv_cache_tensors=[],
-                         kv_cache_groups=[])
+    return KVCacheConfig(num_blocks=1, kv_cache_tensors=[], kv_cache_groups=[])
+
 
 def unify_hybrid_kv_cache_specs(kv_cache_spec: dict[str, KVCacheSpec]):
     """